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Hand test K8. Expanding JSONBAgg to three layers ran for minutes: the server re-executes a query for every continuation page and returns only about 30 rows of scope columns per page under its default output budget, so one layer became more than 500 sequential calls. The scope loader now asks for pages of up to 5000 rows. Layer three of JSONBAgg finishes in about 8 s with 11 calls. While a layer loads, the toolbar names it with the nodes and edges loaded so far, the canvas says the picture is a partial preview, and the minus button cancels the load and returns at once to the previous, complete layer. A layer that grows past the render limits stops there, is marked partial with the limit in its tooltip and is never the base of a further layer. The Expand tooltip states the frontier and the growth of the last layer, without promising a count. Signed-off-by: Bernhard Jackiewicz <bj@techport.io>